Efficient implementations of state-of-the-art linear attention models in Pytorch and Triton

A fun, hackable, GPU-accelerated, neural network library in Rust, written by an idiot

Zero-Shot Speech Editing and Text-to-Speech in the Wild

Implementation of Conditional ViT on LAION — Referred Visual Search — Fashion

AICI: Prompts as (Wasm) Programs

Deep learning at the speed of light.

Deep learning library implemented from scratch in numpy. Mixtral, Mamba, LLaMA, GPT, ResNet, and other experiments.

notebook archive

Instant voice cloning by MyShell.

In-memory vector database in Rust

This repo covers Kubernetes with LABs: Kubectl, Pod, Deployment, Service, PV, PVC, Rollout, Multicontainer, Daemonset, Taint-Toleration, Job, Ingress, Kubeadm, Helm, etc.

Simple and efficient pytorch-native transformer text generation in <1000 LOC of python.

Teaching material for the course "Deep Learning for Music Analysis and Generation" I taught at National Taiwan University (2023 Fall)

An open source implementation of Microsoft's VALL-E X zero-shot TTS model. Demo is available in https://plachtaa.github.io

A course to build distributed key-value service based on TiKV model

ColBERT: state-of-the-art neural search (SIGIR'20, TACL'21, NeurIPS'21, NAACL'22, CIKM'22, ACL'23, EMNLP'23)

An unofficial PyTorch implementation of the audio LM VALL-E

Training and serving large-scale neural networks with auto parallelization.

Open-Source Information Retrieval Courses @ TU Wien

A tutorial of building an LSM-Tree storage engine in a week!

A series of tutorial notebooks on denoising diffusion probabilistic models in PyTorch

This repository is part of a "Machine Learning from Scratch" seminar at Harvard Medical School.

☕ A practical event-driven microservices demo built with Golang. Nomad, Consul Connect, Vault, and Terraform for deployment

7 days golang programs from scratch (web framework Gee, distributed cache GeeCache, object relational mapping ORM framework GeeORM, rpc framework GeeRPC etc) 7天用Go动手写/从零实现系列

Kernl lets you run PyTorch transformer models several times faster on GPU with a single line of code, and is designed to be easily hackable.

A collection of resources and papers on Diffusion Models

A multi-voice TTS system trained with an emphasis on quality

An awesome PyTorch NeRF library

A Code Release for Mip-NeRF 360, Ref-NeRF, and RawNeRF

Notes on books I read, talks I watch, articles I study, and papers I love